Description

This analysis provides a forecast of AIOZ prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2026-01-18 5.586225e-02 0.069562 0.085072 0.103805 0.125682 0.150285 0.179905
2026-01-25 3.096613e-02 0.046465 0.066571 0.093965 0.129656 0.173891 0.232091
2026-02-01 1.855502e-02 0.033752 0.056311 0.090691 0.140010 0.206313 0.299987
2026-02-08 1.017570e-02 0.022995 0.044994 0.082547 0.141627 0.227205 0.355982
2026-02-15 5.640668e-03 0.016106 0.036942 0.076604 0.144494 0.249494 0.416199
2026-02-22 3.463761e-03 0.012448 0.032990 0.076021 0.155079 0.284022 0.497593
2026-03-01 2.154794e-03 0.009843 0.029992 0.076143 0.166499 0.320849 0.585901
2026-03-08 1.266680e-03 0.007584 0.026717 0.074664 0.174492 0.352636 0.668931
2026-03-15 8.001657e-04 0.006241 0.025052 0.076027 0.187797 0.394536 0.771627
2026-03-22 5.090275e-04 0.005230 0.023797 0.077914 0.202257 0.439671 0.883023
2026-03-29 3.717349e-04 0.004819 0.024188 0.083861 0.225820 0.503231 1.030152
2026-04-05 2.198011e-04 0.003966 0.022640 0.084396 0.237808 0.546254 1.144322
2026-04-12 1.105970e-04 0.003082 0.020486 0.082885 0.245520 0.582806 1.251463
2026-04-19 3.523293e-05 0.002019 0.016657 0.075219 0.237771 0.588555 1.303747
2026-04-26 1.228918e-05 0.001486 0.014751 0.072775 0.242000 0.618522 1.402680
2026-05-03 2.025417e-06 0.000931 0.011947 0.066104 0.234252 0.622817 1.453347
2026-05-10 1.655872e-07 0.000593 0.009910 0.061211 0.230061 0.633959 1.517649
2026-05-17 8.393015e-09 0.000443 0.009086 0.060767 0.238030 0.672334 1.637885
2026-05-24 6.872038e-12 0.000337 0.008455 0.060895 0.247654 0.715198 1.769596
2026-05-31 NaN 0.000237 0.007614 0.059670 0.253040 0.748789 1.884390
2026-06-07 NaN 0.000187 0.007287 0.060818 0.265894 0.800767 2.039789
2026-06-14 NaN 0.000150 0.007059 0.062404 0.280388 0.857701 2.208350
2026-06-21 NaN 0.000145 0.007426 0.067397 0.306576 0.944385 2.443180